mathematixy

Nabil BELGASMI's repositories

A-Comprehensive-ML-Workflow-for-Regression-Methods

This is a comprehensive ML workflow for regression methods, I have tried to help Fans of Machine Learning with how to face machine learning regression problems. and I think it is a great opportunity for who want to learn machine learning workflow with python completely.

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AdversarialNetsPapers

The classical paper list with code about generative adversarial nets

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airflow-maintenance-dags

A series of DAGs/Workflows to help maintain the operation of Airflow

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autosklearn-zeroconf

autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines for best precision/recall.

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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bert_language_understanding

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

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BuildingMachineLearningSystemsWithPython

Source Code for the book Building Machine Learning Systems with Python

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chartify

Python library that makes it easier for data scientists to create charts.

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Classical-Arabic-Named-Entity-Recognition-Corpus

Classical Arabic Named Entity Recognition Corpus

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Data-Analysis

Data Analysis Using Python

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deep_rl_trader

Trading Environment(OpenAI Gym) + DDQN (Keras-RL)

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DESlib

A Python library for dynamic classifier and ensemble selection

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gym-chess

A simple chess environment for openai/gym

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impyute

Data imputations library to preprocess datasets with missing data

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keras-seq-2-seq-signal-prediction

An implementation of a sequence to sequence neural network using an encoder-decoder

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language-detection

This is a language detection library implemented in plain Java. (aliases: language identification, language guessing)

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mlens

ML-Ensemble – high performance ensemble learning

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node-language-detect

🇫🇷 NodeJS language detection library using n-gram

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PrettyPandas

A Pandas Styler class for making beautiful tables

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product-line-prediction

Created for toolchain: https://cloud.ibm.com/devops/toolchains/dddfb2dc-6b0f-4df7-89a3-15fbc3540690?env_id=ibm%3Ayp%3Aeu-de

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pyod

A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)

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regressor_utils_python

This repository contains classes and functions to reduce the amount of work it takes to handle regression problems in ptyhon.

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Repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

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RL-Adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

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steppy-examples

Examples and tutorials to the steppy library

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sumo-rl

A simple interface to instantiate Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with Gym Env from OpenAI and MultiAgentEnv from RLlib.

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TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

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test_tun_news

news

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tf_deep_rl_trader

Trading Environment(OpenAI Gym) + PPO(TensorForce)

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xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

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